phi-redact / config.json
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phi-redact checkpoint + model card
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{
"add_cross_attention": false,
"architectures": [
"BertForTokenClassification"
],
"attention_probs_dropout_prob": 0.1,
"bos_token_id": null,
"classifier_dropout": null,
"dtype": "float32",
"eos_token_id": null,
"hidden_act": "gelu",
"hidden_dropout_prob": 0.1,
"hidden_size": 256,
"id2label": {
"0": "O",
"1": "B-ACCOUNT",
"2": "I-ACCOUNT",
"3": "E-ACCOUNT",
"4": "S-ACCOUNT",
"5": "B-ADDRESS",
"6": "I-ADDRESS",
"7": "E-ADDRESS",
"8": "S-ADDRESS",
"9": "B-AGE",
"10": "I-AGE",
"11": "E-AGE",
"12": "S-AGE",
"13": "B-CITY",
"14": "I-CITY",
"15": "E-CITY",
"16": "S-CITY",
"17": "B-COUNTRY",
"18": "I-COUNTRY",
"19": "E-COUNTRY",
"20": "S-COUNTRY",
"21": "B-CREDITCARD",
"22": "I-CREDITCARD",
"23": "E-CREDITCARD",
"24": "S-CREDITCARD",
"25": "B-DATE",
"26": "I-DATE",
"27": "E-DATE",
"28": "S-DATE",
"29": "B-DEVICE",
"30": "I-DEVICE",
"31": "E-DEVICE",
"32": "S-DEVICE",
"33": "B-EMAIL",
"34": "I-EMAIL",
"35": "E-EMAIL",
"36": "S-EMAIL",
"37": "B-EMPLOYER",
"38": "I-EMPLOYER",
"39": "E-EMPLOYER",
"40": "S-EMPLOYER",
"41": "B-FAX",
"42": "I-FAX",
"43": "E-FAX",
"44": "S-FAX",
"45": "B-HEALTHPLAN",
"46": "I-HEALTHPLAN",
"47": "E-HEALTHPLAN",
"48": "S-HEALTHPLAN",
"49": "B-HOSPITAL",
"50": "I-HOSPITAL",
"51": "E-HOSPITAL",
"52": "S-HOSPITAL",
"53": "B-IBAN",
"54": "I-IBAN",
"55": "E-IBAN",
"56": "S-IBAN",
"57": "B-IDNUM",
"58": "I-IDNUM",
"59": "E-IDNUM",
"60": "S-IDNUM",
"61": "B-IP",
"62": "I-IP",
"63": "E-IP",
"64": "S-IP",
"65": "B-LICENSE",
"66": "I-LICENSE",
"67": "E-LICENSE",
"68": "S-LICENSE",
"69": "B-MRN",
"70": "I-MRN",
"71": "E-MRN",
"72": "S-MRN",
"73": "B-NAME_FAMILY",
"74": "I-NAME_FAMILY",
"75": "E-NAME_FAMILY",
"76": "S-NAME_FAMILY",
"77": "B-NAME_PATIENT",
"78": "I-NAME_PATIENT",
"79": "E-NAME_PATIENT",
"80": "S-NAME_PATIENT",
"81": "B-NAME_PROVIDER",
"82": "I-NAME_PROVIDER",
"83": "E-NAME_PROVIDER",
"84": "S-NAME_PROVIDER",
"85": "B-PASSPORT",
"86": "I-PASSPORT",
"87": "E-PASSPORT",
"88": "S-PASSPORT",
"89": "B-PHONE",
"90": "I-PHONE",
"91": "E-PHONE",
"92": "S-PHONE",
"93": "B-PROFESSION",
"94": "I-PROFESSION",
"95": "E-PROFESSION",
"96": "S-PROFESSION",
"97": "B-ROUTING_NUMBER",
"98": "I-ROUTING_NUMBER",
"99": "E-ROUTING_NUMBER",
"100": "S-ROUTING_NUMBER",
"101": "B-SSN",
"102": "I-SSN",
"103": "E-SSN",
"104": "S-SSN",
"105": "B-STATE",
"106": "I-STATE",
"107": "E-STATE",
"108": "S-STATE",
"109": "B-URL",
"110": "I-URL",
"111": "E-URL",
"112": "S-URL",
"113": "B-VIN",
"114": "I-VIN",
"115": "E-VIN",
"116": "S-VIN",
"117": "B-ZIP",
"118": "I-ZIP",
"119": "E-ZIP",
"120": "S-ZIP"
},
"initializer_range": 0.02,
"intermediate_size": 1024,
"is_decoder": false,
"label2id": {
"B-ACCOUNT": 1,
"B-ADDRESS": 5,
"B-AGE": 9,
"B-CITY": 13,
"B-COUNTRY": 17,
"B-CREDITCARD": 21,
"B-DATE": 25,
"B-DEVICE": 29,
"B-EMAIL": 33,
"B-EMPLOYER": 37,
"B-FAX": 41,
"B-HEALTHPLAN": 45,
"B-HOSPITAL": 49,
"B-IBAN": 53,
"B-IDNUM": 57,
"B-IP": 61,
"B-LICENSE": 65,
"B-MRN": 69,
"B-NAME_FAMILY": 73,
"B-NAME_PATIENT": 77,
"B-NAME_PROVIDER": 81,
"B-PASSPORT": 85,
"B-PHONE": 89,
"B-PROFESSION": 93,
"B-ROUTING_NUMBER": 97,
"B-SSN": 101,
"B-STATE": 105,
"B-URL": 109,
"B-VIN": 113,
"B-ZIP": 117,
"E-ACCOUNT": 3,
"E-ADDRESS": 7,
"E-AGE": 11,
"E-CITY": 15,
"E-COUNTRY": 19,
"E-CREDITCARD": 23,
"E-DATE": 27,
"E-DEVICE": 31,
"E-EMAIL": 35,
"E-EMPLOYER": 39,
"E-FAX": 43,
"E-HEALTHPLAN": 47,
"E-HOSPITAL": 51,
"E-IBAN": 55,
"E-IDNUM": 59,
"E-IP": 63,
"E-LICENSE": 67,
"E-MRN": 71,
"E-NAME_FAMILY": 75,
"E-NAME_PATIENT": 79,
"E-NAME_PROVIDER": 83,
"E-PASSPORT": 87,
"E-PHONE": 91,
"E-PROFESSION": 95,
"E-ROUTING_NUMBER": 99,
"E-SSN": 103,
"E-STATE": 107,
"E-URL": 111,
"E-VIN": 115,
"E-ZIP": 119,
"I-ACCOUNT": 2,
"I-ADDRESS": 6,
"I-AGE": 10,
"I-CITY": 14,
"I-COUNTRY": 18,
"I-CREDITCARD": 22,
"I-DATE": 26,
"I-DEVICE": 30,
"I-EMAIL": 34,
"I-EMPLOYER": 38,
"I-FAX": 42,
"I-HEALTHPLAN": 46,
"I-HOSPITAL": 50,
"I-IBAN": 54,
"I-IDNUM": 58,
"I-IP": 62,
"I-LICENSE": 66,
"I-MRN": 70,
"I-NAME_FAMILY": 74,
"I-NAME_PATIENT": 78,
"I-NAME_PROVIDER": 82,
"I-PASSPORT": 86,
"I-PHONE": 90,
"I-PROFESSION": 94,
"I-ROUTING_NUMBER": 98,
"I-SSN": 102,
"I-STATE": 106,
"I-URL": 110,
"I-VIN": 114,
"I-ZIP": 118,
"O": 0,
"S-ACCOUNT": 4,
"S-ADDRESS": 8,
"S-AGE": 12,
"S-CITY": 16,
"S-COUNTRY": 20,
"S-CREDITCARD": 24,
"S-DATE": 28,
"S-DEVICE": 32,
"S-EMAIL": 36,
"S-EMPLOYER": 40,
"S-FAX": 44,
"S-HEALTHPLAN": 48,
"S-HOSPITAL": 52,
"S-IBAN": 56,
"S-IDNUM": 60,
"S-IP": 64,
"S-LICENSE": 68,
"S-MRN": 72,
"S-NAME_FAMILY": 76,
"S-NAME_PATIENT": 80,
"S-NAME_PROVIDER": 84,
"S-PASSPORT": 88,
"S-PHONE": 92,
"S-PROFESSION": 96,
"S-ROUTING_NUMBER": 100,
"S-SSN": 104,
"S-STATE": 108,
"S-URL": 112,
"S-VIN": 116,
"S-ZIP": 120
},
"layer_norm_eps": 1e-12,
"max_position_embeddings": 512,
"model_type": "bert",
"num_attention_heads": 4,
"num_hidden_layers": 4,
"pad_token_id": 0,
"tie_word_embeddings": true,
"transformers_version": "5.16.1",
"type_vocab_size": 2,
"use_cache": false,
"vocab_size": 30522
}